The interannual variability of net sea–air CO2 flux for the period 1982–2007 is obtained from a diagnostic model using empirical subannual relationships between climatological CO2 partial pressure in surface seawater (pCO2SW) and sea surface temperature (SST), along with interannual changes in SST and wind speed. These optimum subannual relationships show significantly better correlation between pCO2SW and SST than the previous relationships using fixed monthly boundaries. Our diagnostic model yields an interannual variability of ±0.14 PgC yr−1 (1σ) with a 26-year mean of −1.48 PgC yr−1. The greatest interannual variability is found in the Equatorial Pacific, and significant variability is also found at northern and southern high-latitudes, depending in part, on which wind product is used. We provide an assessment of our approach by applying it to pCO2SW and SST output from a prognostic global biogeochemical ocean model. Our diagnostic approach applied to this model output shows reasonable agreement with the prognostic model net sea–air CO2 fluxes in terms of magnitude and phase of variability, suggesting that our diagnostic approach can capture much of the observed variability on regional to global scale. A notable exception is that our approach shows significantly less variability than the prognostic model in the Southern Ocean.
Submitted on Dec 30, 2009
Accepted on Jul 8, 2010
Published on Jan 1, 2010
ReferencesAlden , C. B. , Miller , J. B. and White , J. W. C . 2010 . Can modeled ocean carbon fluxes be reconciled with atmospheric 13C observations?. Tel-lus 62B, this issue .
Ardizzone , J. , Atlas , R. , Hoffman , R. N. , Jusem , J. C. , Leidner , S. M. and co-authors . 2009 . New multiplafform ocean surface wind product available. EOS Trans . 90 , 231 .
Bates , N. R . 2001 . Interannual variability of oceanic CO2 and biogeo-chemical properties in the Western North Atlantic subtropical gyre . Deep Sea Res . 11 48 , 1507 – 1528 .
Bender , M. L. , Ho , D. T. , Hendricks , M. B. , Mika , R. , Battle , M. O. and co-authors . 2005 . Atmospheric 02/N2 changes, 1993-2002: im-plications for the partitioning of fossil fuel CO2 sequestration. Global Biogeochem. Cycles 19 , GB4017 . doi: https://doi.org/10.1029/2004GB002410 .
Bousquet , P. , Peylin , P. , Ciais , P. , Le Quéré , C. , Friedlingstein , P. and co-authors . 2000 . Regional changes in carbon dioxide fluxes of land and oceans since 1980. Science 290 , 1342 - 1346 .
Corbiere , A. , Metzl , N. , Reverdin , G. , Brunet , C. and Takahashi , T . 2007 . Interannual and decadal variability of the oceanic carbon sink in the North Atlantic subpolar gyre . Tellus 59B , 168 – 178 .
Doney , S. C. , Lima , I. , Feely , R. A. , Glover , D. M. , Lindsay , K. and co-authors . 2009a . Mechanisms governing interannual variability in upper-ocean inorganic carbon system and air-sea CO2 fluxes: physical climate and atmospheric dust. Deep Sea Res. 11 56 , 640 - 655 .
Doney , S. C. , Lima , I. , Moore , J. K. , Lindsay , K. , Behrenfeld , M. J. and co-authors . 2009b . Skill metrics for confronting global upper ocean ecosystem-biogeochemistry models against field and remote sensing data. J. Mar SysL 76 , 95 - 112 .
Dore , J. E. , Lukas , R. , Sadler , D. W. and Karl , D. M . 2003 . Climate-driven changes to the atmospheric CO2 sink in the subtropical North Pacific Ocean . Nature 424 , 754 – 757 .
Dore , J. E. , Letelier , R. M. , Church , M. J. , Lukas , R. and Karl , D. M . 2008 . Summer phytoplankton blooms in the oligotrophic North Pa-cific Subtropical Gyre: historical perspective and recent observations . Prog. Oceanogr 76 , 2 – 38 .
Feely , R. A. , Boutin , J. , Cosca , C. E. , Dandonneau , Y. , Etcheto , J. and co-authors . 2002 . Seasonal and interannual variability of CO2 in the equatorial Pacific. Deep Sea Res. 11 49 , 2443 - 2469 .
Feely , R. A. , Takahashi , T. , Wanninkhof , R. , McPhaden , M. J. , Cosca , C. E. and co-authors . 2006 . Decadal variability of the air-sea CO2 fluxes in the equatorial Pacific Ocean. J. Geophys. Res . 111 , C08590 . doi: https://doi.org/10.1029/2005JC003129 .
Francey , R. J. , Tans , P. P. , Allison , C. E. , Enting , I. G. , White , J. W. C. and co-authors . 1995 . Changes in oceanic and terrestrial carbon uptake since 1982. Nature 373 , 326 - 330 .
GLOBALVIEW-CO2. 2009 . Cooperative Atmospheric Data In-tegration Project-Carbon Dioxide. CD-ROM, NOAA ESRL, Boulder, Colorado [Also available on Internet via anonymous HP to ftp.cmdl.noaa.gov, Path: ccg/co2/GLOBALVIEW.
Hurrell , J. W. , Kushnir , Y. , Ottersen , G. and Visbeck , M . 2003 . An overview of the North Atlantic Oscillation. In: The North Atlantic Oscillation: Climate Significance and Environmental Impact (eds J. W. Hurrell , Y. Kushnir , G. Ottersen , M. Visbeck ). Geophysics Mono-graphs Series, vol. 134, American Geophysical Union, Washington, D.C., 1 - 35 .
Jacobson , A. R. , Mikaloff Fletcher , S. E. , Gruber , N. , Sarmiento , J. L. and Gloor , M . 2007 . A joint atmosphere-ocean inversion for surface fluxes of carbon dioxide: 1. Methods and global-scale fluxes. Global Biogeochem. Cycles 21 , GB1019 , doi: https://doi.org/10.1029/2005GB002556 .
Keeling , C. D. , Whorf , T. P. , Wahlen , M. and Van Der Plicht , J . 1995 . Interannual extremes in the rate of rise of atmospheric carbon dioxide since 1980 . Nature 375 , 666 – 670 .
Keeling , C. D. , Brix , H. and Gruber , N . 2004 . Seasonal and long-term dynamics of the upper ocean carbon cycle at Station ALOHA near Hawaii. Global Biogeochem. Cycles 18 , GB4006 , doi: https://doi.org/10.1029/2004GB002227 .
Lee , K. , Wanninkhof , R. , Takahashi , T. , Doney , S. C. and Feely , R. A . 1998 . Low interannual variability in recent oceanic uptake of atmo-spheric carbon dioxide . Nature 396 , 155 – 159 .
Lefevre , N. and Taylor , A . 2002 . Estimating pCO2 from sea surface temperatures in the Atlantic gyres . Deep Sea Res . 1 49 , 539 – 554 .
Le Quéré , C. , Orr , J. C. , Monfray , P ., Aumont , O. and Madec , G. 2000. Interannual variability of the oceanic sink of CO2 from 1979 through 1997. Global Biogeochem. Cycles 14 , 1247 - 1265 .
Le Quéré , C ., Aumont , O. , Bopp , L. , Bousquet , P. , Ciais , P. and co-authors . 2003 . Two decades of ocean CO2 sink and variability. Tellus 55B , 649 - 656 .
Le Quere , C. , Rodenbeck , C. , Buitenhuis , E. T. , Conway , T. J. , Langenfelds , R. and co-authors . 2007 . Saturation of the South-ern Ocean CO2 sink due to recent climate change . Science 316 , 1735– 1738 .
Le Quere , C. , Raupach , M. R. , Canadell , J. G. , Marland , G. , Bopp , L. and co-authors . 2009 . Trends in the sources and sinks of carbon dioxide. Nature Geosci . 2 , 831 - 836 .
Lovenduski , N. S. , Gruber , N. and Doney , S. C . 2008 . Toward a mechanistic understanding of the decadal trends in the South-ern Ocean carbon sink. Global Biogeochem. Cycles 22 , GB3016 , doi: https://doi.org/10.1029/2007GB003139 .
Marshall , J. , Kushnir , Y. , Battisti , D. , Chang , P. , Czaja , A. and co-authors . 2001 . North Atlantic climate variability: Phenomena, impacts and mechanisms . Int. J. Clim . 21 , 1863– 1898 .
Marshall , G. J . 2003 . Trends in the southern annular mode from obser-vations and reanalyses . J. Clim . 16 , 4134 – 4143 .
McKinley , G. A. , Rodenbeck , C. , Gloor , M. , Houweling , S. and Heimann , M . 2004 . Pacific dominance to global air-sea CO2 flux variability: A novel atmospheric inversion agrees with ocean models . Geophys. Res. Lett . 31 , L22308 , doi: https://doi.org/10.1029/2004GL021069 .
McKinley , G. A. , Takahashi , T. , Buitenhuis , E. , Chai , E , Christian , J. R. and co-authors . 2006 . North Pacific carbon cycle response to climate variability on seasonal to decadal timescales. J. Geophys. Res . 111 , C07506 , doi: https://doi.org/10.1029/2005JC003173 .
Metzl , N . 2009 . Decadal increase of oceanic carbon dioxide in South-ern Indian Ocean surface waters (1991-2007) . Deep Sea Res. II 56 , 607 – 619 .
Naegler , T. , Ciais , P. , Rodgers , K. and Levin, I. 2006. Excess radiocarbon constraints on air-sea gas exchange and the uptake of CO2 by the oceans. Geophys. Res. Lett . 33 , L11802 , doi: https://doi.org/10.1029/2005GL025408 .
Nightingale , P. D. , Malin , G. , Law , C. S. , Watson , A. J. , Liss , P. S. and co-authors . 2000 . In situ evaluation of air-sea gas exchange pa-rameterizations using novel conservative and volatile tracers. Global Biogeochem. Cycles 14 , 373 - 387 .
Obata , A. and Kitamura , Y . 2003 . Interannual variability of the sea-air exchange of CO2 from 1961 to 1998 simulated with a global ocean circulation-biogeochemistry model . J. Geophys. Res . 108 , 3337 , doi: https://doi.org/10.1029/2001JC001088 .
Park , G.-H. , Lee , K. , Wanninkhof , R. and Feely , R. A . 2006 . Empiri-cal temperature-based estimates of variability in the oceanic uptake of CO2 over the past 2 decades . J. Geophys. Res . 111 , C07507 , doi: https://doi.org/10.1029/2005JC003090 .
Park , G.-H. , Wanninkhof , R. and Trifianes , J . 2010 . Procedures to Create Near Real-Time Seasonal Air-Sea CO2 Flux Maps . NOAA Technical Memorandum, OAR AOML- 98 , 14 .
Patra , P. K. , Maksyutov , S. , Ishizawa , M. , Nakazawa , T. , Takahashi , T. and co-authors . 2005 . Interannual and decadal changes in the sea-air CO2 flux from atmospheric CO2 inverse modeling. Global Bio-geochem. Cycles 19 , GB4013 , doi: https://doi.org/10.1029/2004GB002257 .
Patra , P. K. , Gurney , K. R. , Denning , A. S. , Maksyutov , S. , Nakazawa , T. and co-authors . 2006 . Sensitivity of inverse estimation of an-nual mean CO2 sources and sinks to ocean-only sites versus all-sites observational networks. Geophys. Res. Lett . 33 , L05814 , doi: https://doi.org/10.1029/2005GL025403 .
Peylin , P. , Bousquet , P. , Le Quere , C. , Sitch , S. , Friedlingstein , P. and co-authors . 2005 . Multiple constraints on regional CO2 flux varia-tions over land and oceans. Global Biogeochem. Cycles 19 , GB1011 , doi: https://doi.org/10.1029/2003GB002214 .
Rayner , P. J. , Law , R. M. , Allison , C. E. , Francey , R. J. , Trudinger , C. M. and co-authors . 2008 . Interannual variability of the global car-bon cycle (1992-2005) inferred by inversion of atmospheric CO2 and 313CO2 measurements. Global Biogeochem. Cycles 22 , GB3008 , doi: https://doi.org/10.1029/2007GB003068 .
Rodenbeck , C. , Houweling , S. , Gloor , M. and Heimann , M . 2003 . CO2 flux history 1982-2001 inferred from atmospheric data using a global inversion of atmospheric transport . Atmos. Chem. Phys . 3 , 1919 – 1964 .
Sarmiento , J. L. and Gruber , N . 2002 . Sinks for anthropogenic carbon . Phys. Today 55 , 30 – 36 .
Schuster , U. and Watson , A. J . 2007 . A variable and decreasing sink for atmospheric CO2 in the North Atlantic . J. Geophys. Res . 112 , C11006 , doi: https://doi.org/10.1029/2006JC003941 .
Schuster , U. , Watson , A. J. , Bates , N. R. , Corbiere , A. , Gonzalez-Davila , M. and co-authors . 2009 . Trends in North Atlantic sea-surface fCO2 from 1990 to 2006. Deep Sea Res. 11 56 , 620 - 629 .
Sweeney , C. , Gloor , E. , Jacobson , A. R. , Key , R. M. , McKinley , G. and co-authors . 2007 . Constraining global air-sea gas exchange for CO2 with recent bomb 1-4C measurements. Global Biogeochem. Cycles 21 , GB2015 , doi: https://doi.org/10.1029/2006GB002784 .
Takahashi , T. , Olafsson , J. , Goddard , J. G. , Chipman , D. W. and Suther-land , S. C . 1993 . Seasonal variation of CO2 and nutrients in the high-latitude surface oceans: a comparative study . Global Biogeochem. Cycles 7 , 843 – 878 .
Takahashi , T. , Feely , R. A. , Weiss , R. E , Wanninkhof , R. , Chipman , D. W. and co-authors . 1997 . Global air-sea flux of CO2: an estimate based on measurements of sea-air pCO2 difference. Proc. Nat. Acad. Sci . 94 , 8292 - 8299 .
Takahashi , T. , Sutherland , S. C. , Sweeney , C. , Poisson , A. , Metzl , N. and co-authors . 2002 . Global sea-air CO2 flux based on climatological surface ocean pCO2, and seasonal biological and temperature effects . Deep Sea Res. II 49 , 1601– 1622 .
Takahashi , T. , Sutherland , S. C. and Kozyr , A . 2007 . Global Ocean Surface Water Partial Pressure of CO2 Database: Measurements Performed During 1968-2007 (Version 2007 . ORNL/CDIAC-152, NDP-088a. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Ten-nessee, 20.
Takahashi , T. , Sutherland , S. C. , Wanninkhof , R. , Sweeney , C. , Feely , R. A. and co-authors . 2009a . Climatological mean and decadal change in surface ocean pCO2, and net sea-air CO2 flux over the global oceans. Deep Sea Res. 11 56 , 554 - 577 .
Takahashi , T. , Sutherland , S. C. , Wanninkhof , R. , Sweeney , C. , Feely , R. A. and co-authors . 2009b . Corrigendum to “Climatological mean and decadal change in surface ocean pCO2, and net sea-air CO2 flux over the global oceans.” Deep Sea Res. I 56 , 2075 - 2076 .
Thomas , H. , Friederike Prowe , A. E. , Lima , I. D. , Doney , S. C. , Wanninkhof , R. and co-authors . 2008 . Changes in the North At-lantic Oscillation influence CO2 uptake in the North Atlantic over the past 2 decades. Global Biogeochem. Cycles 22 , GB4027 , doi: https://doi.org/10.1029/2007GB003167 .
Trenberth , K. E . 1997 . The definition of El Nifio . Bull. Am. MeteoroL Soc . 78 , 2771 – 2777 .
Ullman , D. J. , McKinley , G. A. , Bennington , V. and Dutkiewicz , S . 2009 . Trends in the North Atlantic carbon sink: 1992-2006. Global Biogeochem. Cycles 23 , GB4011 , doi: https://doi.org/10.1029/2008GB003383 .
Wallcraft , A. J. , Kara , A. B. , Barron , C. N. , Metzger , E. J. , Pauley , R. L. and co-authors . 2009 . Comparisons of monthly mean 10 m wind speeds from satellites and NWP products over the global ocean. J. Geophys. Res . 114 , D16109 , doi: https://doi.org/10.1029/2008JDO11696 .
Wanninkhof , R . 1992 . Relationship between wind speed and gas ex-change over the Ocean . J. Geophys. Res . 97 , 7373 – 7382 .
Watson , A. J. , Schuster , U. , Bakker , D. C. E. , Bates , N. R. , Corbiere , A. and co-authors . 2009 . Tracking the variable North Atlantic sink for atmospheric CO2. Science 326 , 1391 - 1393 .
Weiss , R. E 1974 . Carbon dioxide in water and seawater: the solubility of a non-ideal gas . Mar. Chem . 2 , 203 – 215 .
Wetzel , P. , Winguth , A. and Maier-Reimer , E. 2005. Sea-to-air CO2 flux from 1948 to 2003: a model study. Global Biogeochem. Cycles 19 , GB2005 , doi: https://doi.org/10.1029/2004GB002339 .
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